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6f32703 8d30018 6f32703 8d30018 6f32703 8d30018 6f32703 8d30018 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | # CodeWeave-QwenCoder
A fine-tuned code generation model optimized for Python and JavaScript development tasks.
## Model Description
CodeWeave-QwenCoder is a specialized code generation model fine-tuned from **Qwen/Qwen2.5-Coder-7B-Instruct** for enhanced performance on real-world coding tasks.
### Base Model
- **Foundation**: Qwen2.5-Coder-7B-Instruct from Alibaba's Qwen team
- **Architecture**: Transformer-based decoder-only model
- **Parameters**: 7B
### Training Data
The model was fine-tuned on our curated CodeWeave-Instructions dataset, which includes:
- 50K Python programming exercises
- 30K JavaScript development tasks
- Code review and refactoring examples
## Usage
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("toolevalxm/CodeWeave-QwenCoder")
tokenizer = AutoTokenizer.from_pretrained("toolevalxm/CodeWeave-QwenCoder")
```
## Evaluation Results
| Benchmark | Score |
|-----------|-------|
| HumanEval | 72.5% |
| MBPP | 68.3% |
## Acknowledgements
We thank the Qwen team for the excellent base model.
**License**
The license for this model is apache-2.0. |